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ML4CO: Is GCNN All You Need? Graph Convolutional Neural Networks Produce Strong Baselines For Combinatorial Optimization Problems, If Tuned and Trained Properly, on Appropriate Data.
Amin Banitalebi-Dehkordi
Yong Zhang
Published in:
CoRR (2021)
Keyphrases
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combinatorial optimization problems
data sets
data analysis
temporal data
graph representation
neural network
data sources
data points
maximum likelihood
convolutional neural networks
social networks
training data
data structure
metaheuristic
coarse to fine
discrete optimization